Researchers Build 'Nightmare Machine'

The U.S. Capitol on October 11, 2016. An MIT project distorted photos of the capitol building and other famous sites using an artificial intelligence algorithm to make horror images.
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Mark Wilson/Getty Images

The U.S. Capitol on October 11, 2016. An MIT project distorted photos of the capitol building and other famous sites using an artificial intelligence algorithm to make horror images.

Welcome to the "Nightmare Machine," a horror-imagery project created by three researchers at the Massachusetts Institute of Technology. Pinar Yanardag, Manuel Cebrian and Iyad Rahwan used artificial intelligence algorithms "to learn how haunted houses, or toxic cities look. ... Then, we apply the learnt style to famous landmarks and present [to] you: AI-powered horror all over the world!"

The project website is up just in time for Halloween but the method is not new — the algorithm they use is a so-called "deep learning" system published last year by computer scientists, which is capable of creating "artistic images of high perceptual quality" based on examples of images created by humans.

"High perceptual quality" basically means the images look good to people who see them.

The difference between what they are doing and Photoshop distortion is that humans are not involved in changing the image — although people wrote the algorithm and showed it images, the system learned from what it saw and applied those principles to create copycat horror images all on its own.

As we have reported, deep learning AI is the next big thing in the tech and computing world. Netflix, Google and Facebook are all investing in the method of teaching computers to tell things apart and recognize patterns. A post from last year on Google research blog notes that discriminating between images, which search engines are interested in doing, and generating new images, which the MIT project did, are actually related skills.

In fact, two of the researchers who originally published the algorithm the Nightmare Machine used for portrait distortion have worked for such projects. Soumith Chintala now works for Facebook's AI research department. The Twitter bio of one of his co-authors, Luke Metz, says he currently works with Google's AI research department, Google Brain.